Product
Articles in Product.
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Product30 May 20261 min read
Measuring developer time saved — the honest way
Every security tool claims to "save engineering hours". Most of that math is fiction. Here is the methodology we use internally, the numbers we trust, and the ones we have learned to throw away.

engineering21 May 20264 min read
What ‘vibe coding’ means for API platforms and the future of DevRel
The rise of natural language as code is redefining how developers interact with infrastructure. Explore why API platforms must evolve from manual documentation to agent-friendly interfaces to survive the shift toward vibe coding.

Product16 Mar 20265 min read
The AI-fix PR is the wrong primitive
Auto-generated fix PRs demo beautifully and pile up unread in production. After three months of watching them go stale, we replaced them with something more boring — and saw remediation rates triple.